The decision arrived on a Tuesday, during the morning commute. Amelia had checked her phone while waiting for the bus, the usual ritual. The rejection notification hit her with the force of a punch. She slumped against the pole.

The bus arrived, packed and noisy. The jostling bodies, the blaring radio, were an assault on her senses. The world felt too much. She pressed her forehead against the cold window, trying to find some semblance of calm.

She got off a stop early, needing air, needing space. The city, usually a source of energy, felt overwhelming, suffocating. She walked, head bowed, not knowing where she was going.

Emotion: sensitive

Cluster: Fear / Anxiety
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -0.75

Role in Research

This story is one of 1,000 stories generated for the emotion sensitive. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 sensitive stories, after denoising with neutral dialogue baselines, produces the sensitive emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sensitive vector is projected through the unembedding matrix.

Promoted:
ness0.304
😞0.282
😥0.272
😣0.271
own0.264
Suppressed:
la-0.679
de-0.660
a-0.281
"-0.280
(!)-0.242